首页 > 最新文献

WFUMB Ultrasound Open最新文献

英文 中文
Comment on: “Uterine contrast-enhanced ultrasound (CEUS): new insights into adenomyosis using an innovative technique” 评论:“子宫造影增强超声(CEUS):利用创新技术对子宫腺肌症的新认识”
Pub Date : 2026-01-01 DOI: 10.1016/j.wfumbo.2025.100102
Shatha Jamal Almushayt
{"title":"Comment on: “Uterine contrast-enhanced ultrasound (CEUS): new insights into adenomyosis using an innovative technique”","authors":"Shatha Jamal Almushayt","doi":"10.1016/j.wfumbo.2025.100102","DOIUrl":"10.1016/j.wfumbo.2025.100102","url":null,"abstract":"","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"4 1","pages":"Article 100102"},"PeriodicalIF":0.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145885266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ultrasonic cavitation in medicine: Current status and applications 超声空化在医学上的现状及应用
Pub Date : 2025-12-05 DOI: 10.1016/j.wfumbo.2025.100100
Teng Zhang , Yongzhen Jin , Ruixiang Yu , Yuanyuan Li , Hao Wu
With rapid advances in ultrasonic technologies, cavitation has emerged as a versatile tool in medicine. Its intense mechanical and chemical effects have been leveraged for biomedical material processing, drug extraction, sterilization, cellular modulation, and targeted drug delivery. This review systematically summarizes recent progress in these applications and highlights cavitation-based clinical strategies, including sonodynamic therapy, tissue fragmentation, and light-mediated ultrasound therapy. While challenges remain-such as incomplete mechanistic understanding and lack of standardized parameters-ultrasonic cavitation holds promise as a controllable, efficient, and environmentally sustainable biophysical modality with significant potential for clinical translation.
随着超声技术的快速发展,空化已经成为医学上的一种多功能工具。其强烈的机械和化学作用已被用于生物医学材料加工、药物提取、灭菌、细胞调节和靶向药物递送。本文系统地总结了这些应用的最新进展,并重点介绍了基于空化的临床策略,包括声动力治疗、组织碎片化和光介导的超声治疗。尽管挑战仍然存在,如不完整的机制理解和缺乏标准化参数,超声空化有望成为一种可控、高效、环境可持续的生物物理模式,具有重要的临床转化潜力。
{"title":"Ultrasonic cavitation in medicine: Current status and applications","authors":"Teng Zhang ,&nbsp;Yongzhen Jin ,&nbsp;Ruixiang Yu ,&nbsp;Yuanyuan Li ,&nbsp;Hao Wu","doi":"10.1016/j.wfumbo.2025.100100","DOIUrl":"10.1016/j.wfumbo.2025.100100","url":null,"abstract":"<div><div>With rapid advances in ultrasonic technologies, cavitation has emerged as a versatile tool in medicine. Its intense mechanical and chemical effects have been leveraged for biomedical material processing, drug extraction, sterilization, cellular modulation, and targeted drug delivery. This review systematically summarizes recent progress in these applications and highlights cavitation-based clinical strategies, including sonodynamic therapy, tissue fragmentation, and light-mediated ultrasound therapy. While challenges remain-such as incomplete mechanistic understanding and lack of standardized parameters-ultrasonic cavitation holds promise as a controllable, efficient, and environmentally sustainable biophysical modality with significant potential for clinical translation.</div></div>","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"4 1","pages":"Article 100100"},"PeriodicalIF":0.0,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145799777","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards quantitative CEUS assessments of ex-vivo feto-placental (micro)vasculature: A feasibility study 离体胎胎盘(微)血管定量超声评估的可行性研究
Pub Date : 2025-12-03 DOI: 10.1016/j.wfumbo.2025.100099
Pascalle Wijntjes , Ferenc I. Kandi , Sophie Dassen , Luna Beijnsberger , Peiran Chen , Jingchao Sui , Myrthe van der Ven , Judith van Laar , Beatrijs van der Hout-van der Jagt , Simona Turco , Loes Monen , Massimo Mischi
Placental dysfunction contributed to many pregnancy complications, highlighting the need to clarify normal placental mechanisms and improve early detection. Contrast-enhanced ultrasound (CEUS) has demonstrated utility in visualizing the (micro)vasculature across other fields of medicine. However, its use in obstetrics for detailed visualization and characterization of the placental (micro)vasculature remains to be validated.
This pilot study explores the feasibility of CEUS for ex-vivo visualization of the fetal placenta, aiming to improve the understanding of feto-placental vascularization. It evaluates CEUS as a viable imaging method and its potential for quantifying vascular patterns in pregnancy complications, using advanced techniques like semi-quantitative CEUS and ultrasound localization microscopy (ULM) for detailed vascular assessments.
In this ex-vivo feasibility study, CEUS imaging of the fetal side of the placenta was performed by injecting an ultrasound contrast agent (UCA) in the umbilical vein. This allowed assessing the (micro)vascular perfusion using semi-quantitative CEUS, by analysis of the gray-level time evolution. In addition, ultrasound localization microscopy (ULM) was used to characterize the (micro)vascular architecture at high resolution.
Our finding demonstrate the feasibility of advances CEUS imaging approaches for both quantitative analysis and localization microscopy, providing high-resolution visualization and comprehensive characterization of the fetal side of the placental vasculature.
胎盘功能障碍有助于许多妊娠并发症,强调需要澄清正常的胎盘机制和提高早期发现。对比增强超声(CEUS)在其他医学领域的(微)血管可视化方面已经证明了它的实用性。然而,它在产科中用于胎盘(微)脉管系统的详细可视化和表征仍有待验证。本初步研究探讨超声造影用于胎儿胎盘离体可视化的可行性,旨在提高对胎儿-胎盘血管形成的认识。它评估超声造影作为一种可行的成像方法及其在妊娠并发症中量化血管模式的潜力,使用先进的技术,如半定量超声造影和超声定位显微镜(ULM)进行详细的血管评估。在这项离体可行性研究中,通过在脐静脉注射超声造影剂(UCA)对胎盘胎儿侧进行超声造影成像。这允许使用半定量超声造影评估(微)血管灌注,通过分析灰度时间演变。此外,超声定位显微镜(ULM)用于表征(微)血管结构的高分辨率。我们的发现证明了先进的超声造影成像方法在定量分析和定位显微镜方面的可行性,提供了胎盘血管胎儿侧的高分辨率可视化和全面表征。
{"title":"Towards quantitative CEUS assessments of ex-vivo feto-placental (micro)vasculature: A feasibility study","authors":"Pascalle Wijntjes ,&nbsp;Ferenc I. Kandi ,&nbsp;Sophie Dassen ,&nbsp;Luna Beijnsberger ,&nbsp;Peiran Chen ,&nbsp;Jingchao Sui ,&nbsp;Myrthe van der Ven ,&nbsp;Judith van Laar ,&nbsp;Beatrijs van der Hout-van der Jagt ,&nbsp;Simona Turco ,&nbsp;Loes Monen ,&nbsp;Massimo Mischi","doi":"10.1016/j.wfumbo.2025.100099","DOIUrl":"10.1016/j.wfumbo.2025.100099","url":null,"abstract":"<div><div>Placental dysfunction contributed to many pregnancy complications, highlighting the need to clarify normal placental mechanisms and improve early detection. Contrast-enhanced ultrasound (CEUS) has demonstrated utility in visualizing the (micro)vasculature across other fields of medicine. However, its use in obstetrics for detailed visualization and characterization of the placental (micro)vasculature remains to be validated.</div><div>This pilot study explores the feasibility of CEUS for ex-vivo visualization of the fetal placenta, aiming to improve the understanding of feto-placental vascularization. It evaluates CEUS as a viable imaging method and its potential for quantifying vascular patterns in pregnancy complications, using advanced techniques like semi-quantitative CEUS and ultrasound localization microscopy (ULM) for detailed vascular assessments.</div><div>In this ex-vivo feasibility study, CEUS imaging of the fetal side of the placenta was performed by injecting an ultrasound contrast agent (UCA) in the umbilical vein. This allowed assessing the (micro)vascular perfusion using semi-quantitative CEUS, by analysis of the gray-level time evolution. In addition, ultrasound localization microscopy (ULM) was used to characterize the (micro)vascular architecture at high resolution.</div><div>Our finding demonstrate the feasibility of advances CEUS imaging approaches for both quantitative analysis and localization microscopy, providing high-resolution visualization and comprehensive characterization of the fetal side of the placental vasculature.</div></div>","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"4 1","pages":"Article 100099"},"PeriodicalIF":0.0,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145750084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Erratum regarding missing IRB approval statement and the IRB registration number in previously published articles 关于先前发表的文章中缺少IRB批准声明和IRB注册号的勘误表
Pub Date : 2025-12-01 DOI: 10.1016/j.wfumbo.2025.100086
{"title":"Erratum regarding missing IRB approval statement and the IRB registration number in previously published articles","authors":"","doi":"10.1016/j.wfumbo.2025.100086","DOIUrl":"10.1016/j.wfumbo.2025.100086","url":null,"abstract":"","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"3 2","pages":"Article 100086"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145736621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accuracy of the hepatorenal index with additional standardized acoustic depth assessment for steatotic liver disease diagnosis 肝肾指数与附加的标准化声学深度评估在脂肪肝诊断中的准确性
Pub Date : 2025-12-01 DOI: 10.1016/j.wfumbo.2025.100083
Maksym Zhaivoronok , Oleg Dynnyk , Natalia Deresh , Ludovico Abenavoli , Nazarii Kobyliak
Metabolic dysfunction–associated steatotic liver disease (MASLD) is the most common pathology among all chronic liver diseases. In the early stages, steatotic liver disease (SLD) has an asymptomatic clinical course, which makes it difficult to detect. Ultrasound (US) is a safe, noninvasive, first-line method for SLD diagnosis, including determination of the hepatorenal index (HRI). The HRI is a convenient, semiquantitative, noninvasive method for SLD diagnostics. This case‒control observational study aimed to compare the diagnostic accuracy of conventional HRI and HRI with that of additional standardized acoustic depth assessments for SLD using MRI-PDFF as a reference.

Materials and methods

A total of 161 patients aged 18–67 years were examined. Patients >18 years of age were referred for MRI-PDFF assessment of suspected liver pathology. The only exclusion criterion was an absent or invalid HRI or MRI-PDFF.

Results

The quality of the HRI diagnostic model with a baseline (BL) was slightly higher, with an AUROC of 0.917 (p < 0.001), and the sensitivity and specificity were 83.0 % and 95.9 %, respectively. The AUROC for HRI without BL was 0.862 (p < 0.001) with sensitivity and specificity of 84.2 % and 85.1 %, respectively. Bland‒Altman analysis of the comparison of HRIs with and without BL revealed an error of 0.007 (p < 0.05).

Conclusions

Our study revealed that it is better to determine the semiquantitative HRI using a reference BL at a standardized uniform depth to preserve acoustic attenuation effects. The advantages of US SLD evaluation for HRI with BL are simplicity of performance and the accuracy of acoustic echogenicity measurements.
代谢功能障碍相关脂肪变性肝病(MASLD)是所有慢性肝病中最常见的病理。在早期阶段,脂肪变性肝病(SLD)有一个无症状的临床过程,这使得它很难被发现。超声(US)是一种安全、无创、用于SLD诊断的一线方法,包括测定肝肾指数(HRI)。HRI是一种方便、半定量、无创的SLD诊断方法。本病例对照观察性研究旨在比较常规HRI和HRI与附加的标准化声深度评估对SLD的诊断准确性,并以MRI-PDFF为参考。材料与方法对161例18 ~ 67岁的患者进行检查。18岁的患者接受MRI-PDFF评估疑似肝脏病理。唯一的排除标准是HRI或MRI-PDFF缺失或无效。结果有基线(BL)的HRI诊断模型质量略高,AUROC为0.917 (p < 0.001),敏感性和特异性分别为83.0%和95.9%。无BL的HRI AUROC为0.862 (p < 0.001),敏感性为84.2%,特异性为85.1%。Bland-Altman分析显示,合并和不合并BL的HRIs的误差为0.007 (p < 0.05)。结论采用标准均匀深度的参考声压线来确定半定量声压线较好,可保留声衰减效果。US SLD评价HRI与BL的优点是性能简单,声回波测量准确。
{"title":"Accuracy of the hepatorenal index with additional standardized acoustic depth assessment for steatotic liver disease diagnosis","authors":"Maksym Zhaivoronok ,&nbsp;Oleg Dynnyk ,&nbsp;Natalia Deresh ,&nbsp;Ludovico Abenavoli ,&nbsp;Nazarii Kobyliak","doi":"10.1016/j.wfumbo.2025.100083","DOIUrl":"10.1016/j.wfumbo.2025.100083","url":null,"abstract":"<div><div>Metabolic dysfunction–associated steatotic liver disease (MASLD) is the most common pathology among all chronic liver diseases. In the early stages, steatotic liver disease (SLD) has an asymptomatic clinical course, which makes it difficult to detect. Ultrasound (US) is a safe, noninvasive, first-line method for SLD diagnosis, including determination of the hepatorenal index (HRI). The HRI is a convenient, semiquantitative, noninvasive method for SLD diagnostics. This case‒control observational study aimed to compare the diagnostic accuracy of conventional HRI and HRI with that of additional standardized acoustic depth assessments for SLD using MRI-PDFF as a reference.</div></div><div><h3>Materials and methods</h3><div>A total of 161 patients aged 18–67 years were examined. Patients &gt;18 years of age were referred for MRI-PDFF assessment of suspected liver pathology. The only exclusion criterion was an absent or invalid HRI or MRI-PDFF.</div></div><div><h3>Results</h3><div>The quality of the HRI diagnostic model with a baseline (BL) was slightly higher, with an AUROC of 0.917 (p &lt; 0.001), and the sensitivity and specificity were 83.0 % and 95.9 %, respectively. The AUROC for HRI without BL was 0.862 (p &lt; 0.001) with sensitivity and specificity of 84.2 % and 85.1 %, respectively. Bland‒Altman analysis of the comparison of HRIs with and without BL revealed an error of 0.007 (p &lt; 0.05).</div></div><div><h3>Conclusions</h3><div>Our study revealed that it is better to determine the semiquantitative HRI using a reference BL at a standardized uniform depth to preserve acoustic attenuation effects. The advantages of US SLD evaluation for HRI with BL are simplicity of performance and the accuracy of acoustic echogenicity measurements.</div></div>","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"3 2","pages":"Article 100083"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145736620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reflections on CGAA module for fetal torso ultrasound plane identification: Image parameters, interpretability, and dataset adaptation 胎儿躯干超声平面识别CGAA模块的思考:图像参数、可解释性和数据集自适应
Pub Date : 2025-10-27 DOI: 10.1016/j.wfumbo.2025.100098
Sanglin Zhao , Måns Gustaf
{"title":"Reflections on CGAA module for fetal torso ultrasound plane identification: Image parameters, interpretability, and dataset adaptation","authors":"Sanglin Zhao ,&nbsp;Måns Gustaf","doi":"10.1016/j.wfumbo.2025.100098","DOIUrl":"10.1016/j.wfumbo.2025.100098","url":null,"abstract":"","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"3 2","pages":"Article 100098"},"PeriodicalIF":0.0,"publicationDate":"2025-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145415814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A wall tracking method to estimate ejection fraction from the parasternal long axis view in point of care ultrasound 在护理点超声胸骨旁长轴视点估计射血分数的壁跟踪方法
Pub Date : 2025-10-10 DOI: 10.1016/j.wfumbo.2025.100097
Roberto Vega , Arun Nagdev , Masood Dehghan , Seyed Ehsan Seyed Bolouri , Brian Buchanan , Jeevesh Kapur , Jacob L. Jaremko , Dornoosh Zonoobi

Objective:

The left ventricular ejection fraction is a key metric for evaluating the systolic function in critically ill patients. Traditionally, it is computed using apical 2- and 4-chamber views in an echocardiogram; however, obtaining these views in an acutely ill patient in the emergency department is often difficult. A parasternal long-axis view, acquired with point of care ultrasound, is a faster and easier alternative. Unfortunately, the methods for estimating the ejection fraction from this view underperform when the left ventricular wall movement is not uniform or when its shape is not properly modeled as an ellipsoid. We propose a novel method that tracks the movement of the visible portions of the walls during the full cardiac cycle, and then estimates the ejection fraction based on that movement.

Methods:

We compared the performance of this method with the ejection fraction from the cardiology report on a dataset of 613 patients.

Results:

Our experiments showed an accuracy of 85% for identifying critically low values for ejection fraction (EF < 30%) and 87% for abnormal ones (EF < 50%). These values are comparable with the results obtained from the apical views and superior to current methods for the parasternal long-axis view.

Conclusion:

Since our method is fully automated, we expect that it can be adopted at scale in real-world clinical scenarios, giving practitioners a new tool to properly estimate the ejection fraction in clinically challenging scenarios.
目的:左室射血分数是评价危重病人收缩功能的重要指标。传统上,它是通过超声心动图的2室和4室视图来计算的;然而,在急诊科的急性病人中获得这些观点往往是困难的。胸骨旁长轴视图,获得点护理超声,是一个更快,更容易的选择。不幸的是,当左心室壁运动不均匀或其形状没有正确地建模为椭球时,从这种观点估计射血分数的方法表现不佳。我们提出了一种新颖的方法,在整个心脏周期中跟踪可见部分壁的运动,然后根据该运动估计射血分数。方法:我们将该方法的性能与613例患者的心脏病学报告数据集的射血分数进行比较。结果:我们的实验显示,识别射血分数临界低值的准确率为85% (EF < 30%),识别异常值的准确率为87% (EF < 50%)。这些值与从根尖视图获得的结果相当,优于目前胸骨旁长轴视图的方法。结论:由于我们的方法是完全自动化的,我们期望它可以在现实世界的临床场景中大规模采用,为医生提供一种新的工具,在临床具有挑战性的情况下正确估计射血分数。
{"title":"A wall tracking method to estimate ejection fraction from the parasternal long axis view in point of care ultrasound","authors":"Roberto Vega ,&nbsp;Arun Nagdev ,&nbsp;Masood Dehghan ,&nbsp;Seyed Ehsan Seyed Bolouri ,&nbsp;Brian Buchanan ,&nbsp;Jeevesh Kapur ,&nbsp;Jacob L. Jaremko ,&nbsp;Dornoosh Zonoobi","doi":"10.1016/j.wfumbo.2025.100097","DOIUrl":"10.1016/j.wfumbo.2025.100097","url":null,"abstract":"<div><h3>Objective:</h3><div>The left ventricular ejection fraction is a key metric for evaluating the systolic function in critically ill patients. Traditionally, it is computed using apical 2- and 4-chamber views in an echocardiogram; however, obtaining these views in an acutely ill patient in the emergency department is often difficult. A parasternal long-axis view, acquired with point of care ultrasound, is a faster and easier alternative. Unfortunately, the methods for estimating the ejection fraction from this view underperform when the left ventricular wall movement is not uniform or when its shape is not properly modeled as an ellipsoid. We propose a novel method that tracks the movement of the visible portions of the walls during the full cardiac cycle, and then estimates the ejection fraction based on that movement.</div></div><div><h3>Methods:</h3><div>We compared the performance of this method with the ejection fraction from the cardiology report on a dataset of 613 patients.</div></div><div><h3>Results:</h3><div>Our experiments showed an accuracy of 85% for identifying critically low values for ejection fraction (EF <span><math><mo>&lt;</mo></math></span> 30%) and 87% for abnormal ones (EF <span><math><mo>&lt;</mo></math></span> 50%). These values are comparable with the results obtained from the apical views and superior to current methods for the parasternal long-axis view.</div></div><div><h3>Conclusion:</h3><div>Since our method is fully automated, we expect that it can be adopted at scale in real-world clinical scenarios, giving practitioners a new tool to properly estimate the ejection fraction in clinically challenging scenarios.</div></div>","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"3 2","pages":"Article 100097"},"PeriodicalIF":0.0,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145324296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diagnosis of congenital heart diseases in children from 2D and 3D sonography using convolutional neural networks: A scoping literature review 使用卷积神经网络从二维和三维超声诊断儿童先天性心脏病:范围文献综述
Pub Date : 2025-10-08 DOI: 10.1016/j.wfumbo.2025.100096
Ayiga Majid , Johnes Obungoloch , Alfred Enywaku , Obeti Francis , Denis Jjuuko , Eugene Bizimana , Biryomumeisho Joshua , Wasswa William
Congenital heart diseases (CHDs) are the commonest congenital anomalies and a leading cause of neonatal morbidity and mortality worldwide. They affect approximately 1 % of live births globally. Prenatal detection with fetal echocardiography allows for timely referral and intervention. However, screening performance remains uneven because of operator dependence and resource limits. Convolutional neural networks (CNNs) offer automated image interpretation and have been widely applied to 2D and 3D fetal ultrasound (US) in recent years.
This scoping review maps CNN applications for prenatal CHD across 2010–September 2025. In adherence to the PRISMA-ScR methodology, we screened 845 records from PubMed, IEEE Xplore, Google Scholar, ScienceDirect and preprint servers and included 29 studies for synthesis. The volume of articles published on the topic rose sharply after 2020, with most datasets drawn from Asia and North America and no representation from sub-Saharan Africa. The most commonly reported architectures were DenseNet variants, U-Net families for segmentation, YOLO (You Only Look Once) variants for real-time detection, and ensemble hybrids for classification.
Reported internal performance is high in many studies, with top models achieving near-expert discrimination with AUCs (Area Under the Curve) up to 0.99. In our cohort, the mean AUC across studies reporting that metric was 0.911 (Standard Deviation-SD = 0.09; 95 % CI: 0.86–0.96; n = 11). Average sensitivity and specificity across studies reporting these metrics were 0.92 (SD = 0.04; n = 13) and 0.91 (SD = 0.04; n = 7), respectively. However, external and multi-centre validation remains limited, and performance commonly falls when models are tested on unseen centers or different scanner types. Methodological gaps include small or imbalanced lesion classes, inconsistent patient-level splitting, sparse reporting of deployment constraints, and limited fairness analyses.
Recent work shows promising directions such as multimodal fusion of B-mode and Doppler, lightweight networks, on-device optimization, federated and privacy-preserving training, and prospective protocols for multi-centre evaluation. To translate CNNs into clinical screening, we recommend coordinated efforts to build diverse, well-annotated repositories, adopt strict patient-level validation and external testing, report deployment metrics, and run prospective, pragmatic trials that measure clinical outcomes and health-economic impact. These steps can move CNNs from high-performance demonstrations to dependable tools that improve prenatal CHD detection equitably.
先天性心脏病(CHDs)是最常见的先天性异常,也是全世界新生儿发病率和死亡率的主要原因。它们影响了全球约1%的活产。产前检测胎儿超声心动图允许及时转诊和干预。然而,由于操作者的依赖性和资源限制,筛选效果仍然参差不齐。卷积神经网络(cnn)提供自动图像解释,近年来已广泛应用于二维和三维胎儿超声(US)。这一范围综述绘制了2010年至2025年9月期间CNN在产前冠心病中的应用。按照PRISMA-ScR方法,我们从PubMed、IEEE explore、b谷歌Scholar、ScienceDirect和预印服务器中筛选了845条记录,并纳入了29项研究用于合成。在2020年之后,发表的关于该主题的文章数量急剧增加,大多数数据集来自亚洲和北美,没有来自撒哈拉以南非洲的代表。最常见的报告架构是DenseNet变体,用于分割的U-Net系列,用于实时检测的YOLO (You Only Look Once)变体,以及用于分类的集成混合。在许多研究中,报告的内部绩效很高,顶级模型的auc(曲线下面积)达到了0.99的接近专家的区分。在我们的队列中,报告度量的研究的平均AUC为0.911(标准差= 0.09;95% CI: 0.86-0.96; n = 11)。报告这些指标的研究的平均灵敏度和特异性分别为0.92 (SD = 0.04, n = 13)和0.91 (SD = 0.04, n = 7)。然而,外部和多中心验证仍然有限,并且当模型在未见过的中心或不同的扫描仪类型上进行测试时,性能通常会下降。方法上的差距包括小的或不平衡的病变类别、不一致的患者水平划分、部署约束的稀疏报告和有限的公平性分析。最近的工作显示了有希望的方向,如b模式和多普勒的多模态融合,轻量级网络,设备上优化,联合和隐私保护培训,以及多中心评估的前瞻性协议。为了将cnn转化为临床筛查,我们建议协调努力,建立多样化、注释良好的知识库,采用严格的患者级验证和外部测试,报告部署指标,并进行前瞻性、务实的试验,以衡量临床结果和健康经济影响。这些步骤可以将cnn从高性能演示转变为可靠的工具,从而公平地改善产前冠心病检测。
{"title":"Diagnosis of congenital heart diseases in children from 2D and 3D sonography using convolutional neural networks: A scoping literature review","authors":"Ayiga Majid ,&nbsp;Johnes Obungoloch ,&nbsp;Alfred Enywaku ,&nbsp;Obeti Francis ,&nbsp;Denis Jjuuko ,&nbsp;Eugene Bizimana ,&nbsp;Biryomumeisho Joshua ,&nbsp;Wasswa William","doi":"10.1016/j.wfumbo.2025.100096","DOIUrl":"10.1016/j.wfumbo.2025.100096","url":null,"abstract":"<div><div>Congenital heart diseases (CHDs) are the commonest congenital anomalies and a leading cause of neonatal morbidity and mortality worldwide. They affect approximately 1 % of live births globally. Prenatal detection with fetal echocardiography allows for timely referral and intervention. However, screening performance remains uneven because of operator dependence and resource limits. Convolutional neural networks (CNNs) offer automated image interpretation and have been widely applied to 2D and 3D fetal ultrasound (US) in recent years.</div><div>This scoping review maps CNN applications for prenatal CHD across 2010–September 2025. In adherence to the PRISMA-ScR methodology, we screened 845 records from PubMed, IEEE Xplore, Google Scholar, ScienceDirect and preprint servers and included 29 studies for synthesis. The volume of articles published on the topic rose sharply after 2020, with most datasets drawn from Asia and North America and no representation from sub-Saharan Africa. The most commonly reported architectures were DenseNet variants, U-Net families for segmentation, YOLO (You Only Look Once) variants for real-time detection, and ensemble hybrids for classification.</div><div>Reported internal performance is high in many studies, with top models achieving near-expert discrimination with AUCs (Area Under the Curve) up to 0.99. In our cohort, the mean AUC across studies reporting that metric was 0.911 (Standard Deviation-SD = 0.09; 95 % CI: 0.86–0.96; n = 11). Average sensitivity and specificity across studies reporting these metrics were 0.92 (SD = 0.04; n = 13) and 0.91 (SD = 0.04; n = 7), respectively. However, external and multi-centre validation remains limited, and performance commonly falls when models are tested on unseen centers or different scanner types. Methodological gaps include small or imbalanced lesion classes, inconsistent patient-level splitting, sparse reporting of deployment constraints, and limited fairness analyses.</div><div>Recent work shows promising directions such as multimodal fusion of B-mode and Doppler, lightweight networks, on-device optimization, federated and privacy-preserving training, and prospective protocols for multi-centre evaluation. To translate CNNs into clinical screening, we recommend coordinated efforts to build diverse, well-annotated repositories, adopt strict patient-level validation and external testing, report deployment metrics, and run prospective, pragmatic trials that measure clinical outcomes and health-economic impact. These steps can move CNNs from high-performance demonstrations to dependable tools that improve prenatal CHD detection equitably.</div></div>","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"3 2","pages":"Article 100096"},"PeriodicalIF":0.0,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145324295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Uterine contrast-enhanced ultrasound (CEUS): new insights into adenomyosis using an innovative technique 子宫造影增强超声(CEUS):使用创新技术对子宫腺肌症的新见解
Pub Date : 2025-10-01 DOI: 10.1016/j.wfumbo.2025.100095
Eva J.E. de Bock , Barbara Stoelinga , Jan Hein T.M. van Waesberghe , Ferenc I. Kandi , Catarina Dinis Fernandes , Massimo Mischi , Judith A.F. Huirne , Nicole B. Burger , Lynda J.M. Juffermans

Objectives

Heavy menstrual bleeding, dysmenorrhea and subfertility are associated with adenomyosis, a benign uterine condition characterised by ectopic endometrium within the myometrium. Currently, diagnosing adenomyosis is challenging. Imaging the uterine microcirculation using contrast-enhanced ultrasound (CEUS) may improve diagnostics. We aimed to 1) determine the feasibility of transvaginal two-dimensional (2D) uterine CEUS, 2) compare features of adenomyosis on 2D CEUS with conventional ultrasound and Magnetic Resonance Imaging (MRI), and 3) qualitatively and quantitatively analyse 2D CEUS scans of patients with adenomyosis.

Methods

We included ten pre-menopausal adult patients with prominent direct Morphological Uterus Sonographic Assessment (MUSA) features of adenomyosis on B-mode. MRI scans were collected when clinically available. Conventional ultrasound and a 3-min transvaginal 2D CEUS scan were performed and analysed. Uterine wash-in and wash-out of the contrast agent were analysed qualitatively, and quantitatively using time-intensity curve parameters.

Results

Performing transvaginal CEUS scans was feasible, providing good visualisation of uterine macro- and microcirculation. CEUS visualised smaller and deeper-lying blood vessels than Doppler ultrasound. In the myometrium, non-to hypo-enhanced areas interspersed with hyper-enhanced regions, and vessels with enlarged lumen were observed. Hyper-echoic islands on B-mode showed either hypo- or hyper-enhancement on CEUS. Qualitative analysis and time-intensity maps showed clear heterogeneous myometrial perfusion in all patients with adenomyosis.

Conclusions

Transvaginal CEUS is a feasible technique for qualitative and quantitative analysis of the uterine macro- and microcirculation. It holds promise as a diagnostic imaging modality for adenomyosis.
目的大量月经出血、痛经和生育能力低下与子宫腺肌症有关,子宫腺肌症是一种良性子宫状况,其特征是子宫内膜异位。目前,诊断子宫腺肌症是一项挑战。造影子宫微循环超声(超声造影)可以提高诊断。我们的目的是1)确定经阴道二维(2D)子宫超声检查的可行性,2)比较二维超声检查与常规超声和磁共振成像(MRI)的子宫腺肌症特征,3)定性和定量分析子宫腺肌症患者的二维超声检查结果。方法选择10例绝经前子宫超声直接形态评估(MUSA)特征明显的b型子宫腺肌症的成年患者。临床可用时收集MRI扫描。常规超声和3分钟经阴道二维超声扫描进行分析。采用时间-强度曲线参数定量分析对比剂子宫冲入和冲出情况。结果经阴道超声造影扫描可行,能很好地显示子宫大循环和微循环。超声造影比多普勒超声显示更小、更深的血管。在肌层,非至低增强区与高增强区穿插,并观察到管腔扩大的血管。超回声岛在超声造影上表现为低或高增强。定性分析和时间强度图显示,所有子宫腺肌症患者的肌层灌注明显不均匀。结论经阴道超声造影是一种可行的子宫大循环和微循环定性定量分析技术。它有望成为bb0的诊断成像方式。
{"title":"Uterine contrast-enhanced ultrasound (CEUS): new insights into adenomyosis using an innovative technique","authors":"Eva J.E. de Bock ,&nbsp;Barbara Stoelinga ,&nbsp;Jan Hein T.M. van Waesberghe ,&nbsp;Ferenc I. Kandi ,&nbsp;Catarina Dinis Fernandes ,&nbsp;Massimo Mischi ,&nbsp;Judith A.F. Huirne ,&nbsp;Nicole B. Burger ,&nbsp;Lynda J.M. Juffermans","doi":"10.1016/j.wfumbo.2025.100095","DOIUrl":"10.1016/j.wfumbo.2025.100095","url":null,"abstract":"<div><h3>Objectives</h3><div>Heavy menstrual bleeding, dysmenorrhea and subfertility are associated with adenomyosis, a benign uterine condition characterised by ectopic endometrium within the myometrium. Currently, diagnosing adenomyosis is challenging. Imaging the uterine microcirculation using contrast-enhanced ultrasound (CEUS) may improve diagnostics. We aimed to 1) determine the feasibility of transvaginal two-dimensional (2D) uterine CEUS, 2) compare features of adenomyosis on 2D CEUS with conventional ultrasound and Magnetic Resonance Imaging (MRI), and 3) qualitatively and quantitatively analyse 2D CEUS scans of patients with adenomyosis.</div></div><div><h3>Methods</h3><div>We included ten pre-menopausal adult patients with prominent direct Morphological Uterus Sonographic Assessment (MUSA) features of adenomyosis on B-mode. MRI scans were collected when clinically available. Conventional ultrasound and a 3-min transvaginal 2D CEUS scan were performed and analysed. Uterine wash-in and wash-out of the contrast agent were analysed qualitatively, and quantitatively using time-intensity curve parameters.</div></div><div><h3>Results</h3><div>Performing transvaginal CEUS scans was feasible, providing good visualisation of uterine macro- and microcirculation. CEUS visualised smaller and deeper-lying blood vessels than Doppler ultrasound. In the myometrium, non-to hypo-enhanced areas interspersed with hyper-enhanced regions, and vessels with enlarged lumen were observed. Hyper-echoic islands on B-mode showed either hypo- or hyper-enhancement on CEUS. Qualitative analysis and time-intensity maps showed clear heterogeneous myometrial perfusion in all patients with adenomyosis.</div></div><div><h3>Conclusions</h3><div>Transvaginal CEUS is a feasible technique for qualitative and quantitative analysis of the uterine macro- and microcirculation. It holds promise as a diagnostic imaging modality for adenomyosis.</div></div>","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"3 2","pages":"Article 100095"},"PeriodicalIF":0.0,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145360999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating point-of-care ultrasound into internal medicine residency program in Ethiopia: An urgent call 将点护理超声纳入埃塞俄比亚内科住院医师计划:紧急呼吁
Pub Date : 2025-08-30 DOI: 10.1016/j.wfumbo.2025.100094
Balew Arega
{"title":"Integrating point-of-care ultrasound into internal medicine residency program in Ethiopia: An urgent call","authors":"Balew Arega","doi":"10.1016/j.wfumbo.2025.100094","DOIUrl":"10.1016/j.wfumbo.2025.100094","url":null,"abstract":"","PeriodicalId":101281,"journal":{"name":"WFUMB Ultrasound Open","volume":"3 2","pages":"Article 100094"},"PeriodicalIF":0.0,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144931672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
WFUMB Ultrasound Open
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1